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eess.SY2026
A Fair Comparison of Sliding-Mode and Immersion-and-Invariance Observers
A. J. Munoz-Vazquez, J. D. Sanchez-Torres
Cervantes-Pérez et al. (arXiv:2601.12545) claim, on experimental grounds, that high-gain injection is practically inadmissible, taking the SM observer of Davila, Fridman & Poznyak…
math.NA2026
Sequential Minimal Optimization for -SVR with MAPE Loss and Sample-Dependent Box Constraints
Pablo Benavides-Herrera, Riemann Ruiz-Cruz, Juan Diego Sánchez-Torres
Support vector regression with Mean Absolute Percentage Error (MAPE) loss is theoretically well-motivated for forecasting applications where accuracy is evaluated in relative terms…